{"id":568111,"date":"2026-10-01T04:56:15","date_gmt":"2026-10-01T04:56:15","guid":{"rendered":"https:\/\/www.capgemini.com\/mx-es\/?post_type=research-and-insight&#038;p=568111"},"modified":"2026-10-01T04:57:43","modified_gmt":"2026-10-01T04:57:43","slug":"la-ia-en-la-fabricacion-farmaceutica-comienza-con-el-contexto","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/mx-es\/insights\/biblioteca-de-investigacion\/la-ia-en-la-fabricacion-farmaceutica-comienza-con-el-contexto\/","title":{"rendered":"La IA en la fabricaci\u00f3n farmac\u00e9utica comienza con el contexto"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/Pharma-MES-POV-2880-x1880-px-dotcom-Banner.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/Pharma-MES-POV-2880-x1880-px-dotcom-Banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/Pharma-MES-POV-2880-x1880-px-dotcom-Banner.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/Pharma-MES-POV-2880-x1880-px-dotcom-Banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/Pharma-MES-POV-2880-x1880-px-dotcom-Banner.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/Pharma-MES-POV-2880-x1880-px-dotcom-Banner.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/Pharma-MES-POV-2880-x1880-px-dotcom-Banner.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/Pharma-MES-POV-2880-x1880-px-dotcom-Banner.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/Pharma-MES-POV-2880-x1880-px-dotcom-Banner.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:48% 34%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">Agentic AI<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">La IA en la fabricaci\u00f3n farmac\u00e9utica comienza con el contexto<\/h1><\/div><div class=\"inner-row-insight download-btn\"><div class=\"col-md-4 downloadFiles addPadding\"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/Pharma-MES-PoV.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Abrir en una nueva ventana\"><span>Descarga nuestro punto de vista<\/span><span class=\"type\">3 MB pdf<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"grid-container\"><div class=\"col-12 col-md-2\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=1246235\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=1246235\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div><div class=\"article-text article-quote-text\">\n<h2 id=\"h-la-mayoria-de-los-fabricantes-farmaceuticos-ya-disponen-de-los-datos-necesarios-para-la-ia\" class=\"wp-block-heading\">La mayor\u00eda de los fabricantes farmac\u00e9uticos ya disponen de los datos necesarios para la IA.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">El desaf\u00edo es convertir esos datos en inteligencia confiable y procesable. Desde este punto de vista, descubra c\u00f3mo los sistemas de ejecuci\u00f3n de fabricaci\u00f3n (MES) proporcionan la base para la IA agente, la fabricaci\u00f3n inteligente, la gesti\u00f3n de desviaciones, la preparaci\u00f3n para la liberaci\u00f3n de lotes y mejores decisiones operativas en todas las operaciones de fabricaci\u00f3n farmac\u00e9utica.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/Pharma-MES-PoV.pdf\" target=\"_blank\" rel=\"noopener\">Descarga el PoV<\/a><\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<div data-open-first=\"true\" class=\"wp-block-cg-blocks-cg-blocks-faq-schema\"><section class=\"wp-block-cg-blocks-cg-blocks-faq-schema section section--faqs-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"content-title\"><h2>Preguntas frecuentes<\/h2><\/div><div class=\"filters filters--vertical\" data-max=\"100\"><div class=\"expanders filters-content\">\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>\u00bfQu\u00e9 es un sistema de ejecuci\u00f3n de fabricaci\u00f3n (MES) en la fabricaci\u00f3n farmac\u00e9utica?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\">Un MES es una plataforma de software que gestiona, supervisa y documenta las operaciones de fabricaci\u00f3n, conectando las actividades de planta con los sistemas empresariales y facilitando al mismo tiempo el cumplimiento normativo y la trazabilidad.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>\u00bfPor qu\u00e9 es importante el MES para la IA en la fabricaci\u00f3n farmac\u00e9utica?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\">El MES proporciona el contexto operativo, la integridad de los datos y la visibilidad de los procesos necesarios para que los sistemas de IA generen informaci\u00f3n y recomendaciones fiables en entornos de fabricaci\u00f3n regulados.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>\u00bfQu\u00e9 es la IA con capacidad de agencia en la fabricaci\u00f3n farmac\u00e9utica?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\">La IA con capacidad de acci\u00f3n (<em>agentic AI<\/em>) se refiere a sistemas de IA capaces de razonar, actuar y colaborar a trav\u00e9s de flujos de trabajo. En la fabricaci\u00f3n farmac\u00e9utica, estos sistemas se basan en datos operativos fiables y en el contexto para respaldar la toma de decisiones y la ejecuci\u00f3n de procesos.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>\u00bfC\u00f3mo puede la IA mejorar las operaciones de fabricaci\u00f3n farmac\u00e9utica?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\">AI can help accelerate investigations, improve decision-making, identify process deviations, support batch release activities and increase operational efficiency.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>\u00bfCu\u00e1les son los desaf\u00edos de implementar la IA en la fabricaci\u00f3n farmac\u00e9utica?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\">Entre los desaf\u00edos comunes se incluyen la fragmentaci\u00f3n de datos, la falta de contexto de los procesos, los requisitos normativos, los problemas de calidad de los datos y la dificultad para escalar proyectos piloto a entornos de producci\u00f3n.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>\u00bfC\u00f3mo pueden las empresas farmac\u00e9uticas pasar de los proyectos piloto de IA a generar valor empresarial?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\">Las organizaciones exitosas se sustentan en bases operativas fiables, integran eficazmente los datos de fabricaci\u00f3n y se centran en casos de uso de alto valor que pueden escalarse en todas las operaciones.<\/p>\n<\/div><\/div>\n<\/div><\/div><\/div><\/div><\/div><\/section><\/div>\n","protected":false},"excerpt":{"rendered":"<p>La mayor\u00eda de los fabricantes farmac\u00e9uticos ya disponen de los datos necesarios para la IA.<\/p>\n","protected":false},"author":33,"featured_media":568112,"template":"","meta":{"cg_dt_proposed_to":[25],"cg_seo_hreflang_relations":"[{\"uuid\":\"2cd68012-7769-4550-a8b0-b69fefa4a06f\",\"blogId\":\"28\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/mx-es\/\",\"postLink\":\"https:\/\/www.capgemini.com\/mx-es\/insights\/biblioteca-de-investigacion\/la-ia-en-la-fabricacion-farmaceutica-comienza-con-el-contexto\/\",\"postId\":568111,\"isSaved\":false,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\"},{\"uuid\":\"0cba1edf-33f4-4daf-bd5c-a5dcaaee297d\",\"blogId\":\"1\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/\",\"postLink\":\"https:\/\/www.capgemini.com\/research-and-insight\/ai-in-pharmaceutical-manufacturing-starts-with-context\/\",\"postId\":1246235,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\"}]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":false,"cg_dt_link_disabled":true,"footnotes":"","related_resource_url":"","related_resource_id":0,"related_resource_size":"","related_resource_type":"","cg_author":0,"_yoast_wpseo_primary_theme":551,"primary_term":"Agentic AI","featured_focal_points":""},"tags":[],"research-and-insight-type":[78],"theme":[551],"brand":[],"service":[],"industry":[],"partners":[],"content-group":[],"class_list":["post-568111","research-and-insight","type-research-and-insight","status-publish","has-post-thumbnail","hentry","research-and-insight-type-point-of-view","theme-agentic-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.7 (Yoast SEO v27.8) - 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